몰로코 · MCM Quality

Applied Scientist II - Moloco Commerce Media

#몰로코 채용#몰로코 데이터·AI 면접#데이터·AI 면접

이 공고, 이렇게 물어볼 겁니다

Q1
최근에 참여한 프로젝트 중에서, 복잡한 멀티카우즈 시스템에서 효율성을 개선한 경험을 구체적으로 하나 꼽아서 말씀해주실 수 있을까요?
🎯 실제 사례로 압박형 질문
Q2
대규모 데이터를 분석하여 성능 변화를 설명하고 근본 원인을 발견한 경험은 무엇인가요? 그때 사용한 분석 프레임워크와 도구는 무엇이었나요?
🎯 데이터 분석 능력 평가
Q3
입사 후 Moloco Commerce Media의 마켓플레이스 광고 시스템에서 효율성을 개선하기 위해 어떤 분석 계획을 수립하시겠나요? 구체적으로 어떤 지표를 사용하시겠으며, 어떻게 효율성을 측정하시겠나요?
🎯 분석 계획 수립 능력 평가
Q4
새로운 기능 출시를 지원하기 위해 성공 지표를 정의하고 A/B 테스트를 수행한 경험은 무엇인가요? 그때의 결과는 어떻게 해석하였으며, 데이터 기반의 추천을 어떻게 제시하였나요?
🎯 기능 출시 지원 능력 평가
Q5
다양한 이해관계자와 협력하여 애매한 문제를 명확한 분석 계획으로 번역한 경험은 무엇인가요? 그때 사용한 커뮤니케이션 전략과 협업 도구는 무엇이었나요?
🎯 협업 능력 평가
질문만 읽으면 컨닝이에요. 소리 내어 답해보세요 — 어디서 틀어지는지 짚어드립니다.

공고 내용

About Moloco:

Moloco builds some of the most powerful AI advertising solutions in the world. Our name—short for "machine learning company"—reflects our core mission: democratizing access to the advanced AI that has historically been reserved for tech giants. Led by machine learning pioneers who built some of the most successful ad systems at Google, including YouTube's monetization engine and key search advertising technologies, we're transforming how businesses grow and compete in the digital economy.

Built with AI from day one, Moloco’s planet-scale machine learning platform powers a suite of solutions for advertising growth and monetization. Moloco Ads is an AI-powered platform that delivers real business outcomes for mobile app marketers through performance-based user acquisition. Moloco Commerce Media enables retailers and marketplaces to build revenue-generating ad businesses that balance user experience and advertiser performance.

Moloco is headquartered in Silicon Valley, with offices in Seattle, New York, San Francisco, Seoul, Beijing, Singapore, Gurgaon, Tokyo, Shanghai, London, Tel Aviv, and Berlin.

Moloco is a truly rewarding place to work and in an exciting period of growth, which you could be a part of. Join us today and apply now!

About the Role

The Applied Science team in MCM(Moloco Commerce Media) focuses on improving the performance, efficiency, and reliability of Moloco Commerce Media’s marketplace advertising systems, working closely with software engineers, machine learning engineers, data scientists, and product partners.

As an Applied Scientist II, you will contribute as an individual contributor on research and optimization projects in a complex, multi-causal environment. You will help identify inefficiencies, analyze trade-offs, and propose practical solutions across core MCM systems such as bidding, pacing, pricing, ranking, experimentation, and launch decisions.

Your work will contribute to better advertiser outcomes, retailer monetization, and system stability by driving rigorous analyses, improving decision-making frameworks, debugging production issues, and developing a deep end-to-end understanding of MCM’s product and infrastructure.

Here’s what you’ll be working on:

· Work with other applied scientists, software engineers, and data scientists to evaluate the health, efficiency, and performance of MCM’s core marketplace advertising systems.

· Conduct deep, unbiased analyses on large-scale data to identify inefficiencies, explain performance changes, and uncover root causes across system, model, data, and market changes.

· Design, implement, and evaluate algorithms, metrics, and analytical frameworks that improve bidding, pacing, pricing, ranking, and experimentation outcomes.

· Support the launch and ramp of new features by defining success metrics, guiding A/B tests, interpreting results, and making data-driven recommendations.

· Collaborate closely with Product, Engineering, ML, Data Science, and business stakeholders to translate ambiguous commerce media problems into clear analytical plans and practical solutions.

· Learn from senior peers how to identify high-leverage opportunities across the MCM system and proactively suggest meaningful next steps for your projects.

Basic Qualifications

· MS or Ph.D. degree in Computer Science, Statistics, Mathematics, Economics, Operations Research, or a related quantitative field.

· 4+ years of industry or postgraduate experience in applied science, data science, machine learning, experimentation, optimization, or a related analytical field.

· Strong foundation in statistics, probability, experimentation, causal reasoning, and optimization.

· Proficiency in Python and SQL for large-scale data analysis and problem solving.

· Ability to analyze complex multi-causal systems, generate hypotheses, evaluate trade-offs, and communicate clear recommendations.

· Proficient verbal and written English communication skills, with the ability to contribute to presentations, reports, and cross-functional discussions with global stakeholders.

· Quick understanding of new information and demonstrated ability to learn technical concepts across engineering, machine learning, and data science.

· Track record of building positive relationships with collaborators and stakeholders and working effectively with cross-functional partners in a global company.

Moloco Thrive: Benefits and Well-Being:

We take care of you and create the conditions for you to do the best work of your career. Through a lens of inclusion, we offer innovative benefits that empower our employees to take care of themselves and their families so they can do the best work of their lives.

Moloco Values:

· Lead with Humility: Everyone’s voice is respected, valued, and heard. With humility, we become more open and accessible to each other. We win, lose, and learn together. Accountability and feedback are essential to our success.

· Uncapped Growth Mindset: We see all situations as opportuniti

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